Automated summary
Structures a clear, actionable malware analysis report covering the executive summary, sample identity, observed capabilities, IOCs, MITRE ATT&CK mapping, and detection guidance.
Strengths
- Six-step workflow that enforces a useful reading order: executive summary first, then identity, capabilities, IOCs, and detection
- Requires IOCs both defanged for human readers and in a machine-ingestible block (CSV/STIX/MISP) for tooling
- Ties every capability claim to specific evidence (registry key, offset, decompiled routine) and a valid ATT&CK technique
- Ships scaffolding and completeness-check tooling (scripts/analyst.py scaffold / check)
- Explicitly warns against weak-signal attribution claims and dumping raw tool output
Limitations
- Performs no analysis itself: it only documents work already completed and supplied as input
- Assumes the presence of scripts/analyst.py and finished analysis artifacts (hashes, behavioral notes, screenshots)
- ATT&CK mapping and IOC quality depend entirely on how precise the analyst's source data is
Use it once static, dynamic, or reverse-engineering analysis is done and you need to write, structure, or review a report for responders, detection engineers, and leadership.
Avoid it if you need the sample actually analyzed, or if you just want to paste raw sandbox output without any analytic conclusion.
Security analysis
SafeThe skill is a documentation/reporting guide for malware analysis. It does not instruct destructive actions, exfiltration, obfuscated payloads, or disabling safety controls. References to local scripts are administrative scaffolding/checking, not malicious execution, and no allowed-tools are declared.
No concerns found
How this analysis is madeExamples
Write a malware analysis report for this sample: SHA-256 9f86d0818..., PE32, unsigned, drops %APPDATA%\svc.exe and persists via HKCU Run key, beacons to hxxps://evil[.]com/api every 60s with jitter, UPX-packed and checks for VM artifacts. Include an executive summary, ATT&CK mapping, and host vs network IOCs.Review my draft malware report for completeness — check that every capability cites specific evidence, IOCs are both defanged and in a structured block, and ATT&CK techniques are supported by observed behavior.Scaffold a report skeleton for a sample with SHA-256 3a7bd3e2... and then run the completeness check on it so I know which sections are still empty.name: writing-a-malware-analysis-report description: 'Structures a clear, actionable malware analysis report covering summary, sample identity, capabilities, IOCs, ATT&CK mapping, and detection guidance for both technical and decision-making audiences. Activates for requests to write, structure, or review a malware analysis or reverse-engineering report.' domain: cybersecurity subdomain: lab-foundations tags:
- malware
- reporting
- ioc
- mitre-attack
- documentation
- detection version: 1.0.0 author: analyst-ai-pack license: Apache-2.0 mitre_attack:
- T1587 d3fend:
- D3-FA references:
- 'MITRE ATT&CK — https://attack.mitre.org/'
- 'MISP core format / STIX 2.1 for IOC representation — https://www.misp-project.org/'
Writing a Malware Analysis Report
When to Use
- You have completed static, dynamic, or reverse-engineering analysis and need to communicate findings to responders, detection engineers, and leadership.
- You need a consistent report structure so findings are actionable and comparable across samples.
- You are reviewing a draft report for completeness before distribution.
Do not use this as a substitute for analysis; a report only documents work already done. Do not pad a report with tool output that has no analytic conclusion.
Prerequisites
- Completed analysis artifacts: sample hashes, behavioral notes, extracted IOCs, screenshots, and any reversed routines.
- An ATT&CK reference for mapping observed behaviors to techniques.
Workflow
Step 1: Lead with an executive summary
Three to five sentences a non-analyst can act on: what the sample is, what it does, the risk, and the recommended action. State your confidence and the basis for it.
Step 2: Record sample identity
A table the reader can match against their telemetry:
Filename (as received) : invoice.exe
SHA-256 : 9f86d0818...
SHA-1 / MD5 : ...
File type / size : PE32 executable / 412 KB
First seen / source : 2026-06-20 / MalwareBazaar
Signing : unsigned / invalid certificate
Step 3: Describe capabilities, not just events
Group findings by capability (persistence, C2, defense evasion, collection), each with the evidence and the ATT&CK technique:
Persistence : Run key HKCU\...\Run "Updater" -> %APPDATA%\svc.exe [T1547.001]
C2 : HTTPS beacon to evil[.]com/api every 60s +/- jitter [T1071.001]
Defense evasion: UPX-packed; checks for VM artifacts before running [T1027, T1497]
Step 4: Provide IOCs in a usable form
Defanged for reading, plus a machine-ingestible block (CSV/STIX/MISP) for detection teams. Separate host IOCs (paths, registry keys, mutexes) from network IOCs (domains, IPs, URLs, JA3).
Step 5: Give detection and response guidance
Concrete next steps: YARA/Sigma rules, what to hunt for, containment, and remediation.
Step 6: Generate the skeleton and validate completeness
python scripts/analyst.py scaffold --sha256 <sha256> --name "Sample" > report.md
python scripts/analyst.py check report.md
Validation
- An incident responder can act on the report without reading the raw tool logs.
- Every capability claim cites specific evidence (offset, registry key, packet, decompiled routine).
- IOCs appear both defanged (for humans) and in a structured block (for tools).
- ATT&CK techniques are valid current IDs and tied to observed behavior, not guessed.
Pitfalls
- Dumping raw tool output without interpretation — the reader needs conclusions.
- Overclaiming attribution ("this is APT-X") from weak signals; state confidence and evidence instead.
- Mixing host and network IOCs, or leaving IOCs clickable in the human-readable section.
- Mapping to ATT&CK techniques that the evidence does not actually support.
References
- See
references/api-reference.mdfor the scaffold and completeness-check tooling. - MITRE ATT&CK and MISP/STIX IOC formats (linked in frontmatter).
From the file to a first result
The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.
View the source and supporting filesThis download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.
1. Download the file
Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.
mkdir -p '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/writing-a-malware-analysis-report-mrwakfrf/download' --output '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md.part' && mv '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md.part' '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
Original excerpt: Prerequisites
- Completed analysis artifacts: sample hashes, behavioral notes, extracted IOCs, screenshots, and any reversed routines.
- An ATT&CK reference for mapping observed behaviors to techniques.
The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.
3. Load the skill
After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.
Claude Code
test -f '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md' && test -s '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/writing-a-malware-analysis-report' && cp -R '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf' '.claude/skills/writing-a-malware-analysis-report'Cursor
test -f '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md' && test -s '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md' && mkdir -p '.cursor/skills' && test ! -e '.cursor/skills/writing-a-malware-analysis-report' && cp -R '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf' '.cursor/skills/writing-a-malware-analysis-report'Codex
test -f '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md' && test -s '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md' && mkdir -p '.agents/skills' && test ! -e '.agents/skills/writing-a-malware-analysis-report' && cp -R '.skill-downloads/writing-a-malware-analysis-report-mrwakfrf' '.agents/skills/writing-a-malware-analysis-report'OpenSkills
OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.
Official OpenSkills installationopenskills install './.skill-downloads/writing-a-malware-analysis-report-mrwakfrf'openskills read 'writing-a-malware-analysis-report-mrwakfrf'Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.
For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.
openskills syncManual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/writing-a-malware-analysis-report-mrwakfrf/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
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